Overview
Brought to you by YData
Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 56636 |
| Missing cells | 648773 |
| Missing cells (%) | 37.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 55.2 MiB |
| Average record size in memory | 1021.5 B |
Variable types
| Numeric | 12 |
|---|---|
| Text | 6 |
| Categorical | 9 |
| DateTime | 1 |
| Boolean | 2 |
| Path | 1 |
State has constant value "TN" | Constant |
Bedrooms is highly overall correlated with Finished Area and 1 other fields | High correlation |
Building Value is highly overall correlated with Finished Area and 5 other fields | High correlation |
City is highly overall correlated with Property City | High correlation |
Finished Area is highly overall correlated with Bedrooms and 6 other fields | High correlation |
Full Bath is highly overall correlated with Bedrooms and 3 other fields | High correlation |
Grade is highly overall correlated with Building Value and 4 other fields | High correlation |
Land Use is highly overall correlated with Grade and 2 other fields | High correlation |
Land Value is highly overall correlated with Building Value and 3 other fields | High correlation |
Multiple Parcels Involved in Sale is highly overall correlated with Land Use and 1 other fields | High correlation |
Property City is highly overall correlated with City | High correlation |
Sale Price is highly overall correlated with Building Value and 4 other fields | High correlation |
Sold As Vacant is highly overall correlated with Land Use and 1 other fields | High correlation |
Total Value is highly overall correlated with Building Value and 5 other fields | High correlation |
Unnamed: 0 is highly overall correlated with Unnamed: 0.1 | High correlation |
Unnamed: 0.1 is highly overall correlated with Unnamed: 0 | High correlation |
Land Use is highly imbalanced (68.1%) | Imbalance |
Property City is highly imbalanced (58.4%) | Imbalance |
Sold As Vacant is highly imbalanced (57.6%) | Imbalance |
Multiple Parcels Involved in Sale is highly imbalanced (58.8%) | Imbalance |
City is highly imbalanced (65.6%) | Imbalance |
Tax District is highly imbalanced (61.7%) | Imbalance |
Exterior Wall is highly imbalanced (51.9%) | Imbalance |
Grade is highly imbalanced (68.8%) | Imbalance |
Half Bath is highly imbalanced (53.6%) | Imbalance |
Suite/ Condo # has 50527 (89.2%) missing values | Missing |
Owner Name has 31375 (55.4%) missing values | Missing |
Address has 30619 (54.1%) missing values | Missing |
City has 30619 (54.1%) missing values | Missing |
State has 30619 (54.1%) missing values | Missing |
Acreage has 30619 (54.1%) missing values | Missing |
Tax District has 30619 (54.1%) missing values | Missing |
Neighborhood has 30619 (54.1%) missing values | Missing |
image has 31301 (55.3%) missing values | Missing |
Land Value has 30619 (54.1%) missing values | Missing |
Building Value has 30619 (54.1%) missing values | Missing |
Total Value has 30619 (54.1%) missing values | Missing |
Finished Area has 32470 (57.3%) missing values | Missing |
Foundation Type has 32472 (57.3%) missing values | Missing |
Year Built has 32471 (57.3%) missing values | Missing |
Exterior Wall has 32471 (57.3%) missing values | Missing |
Grade has 32471 (57.3%) missing values | Missing |
Bedrooms has 32477 (57.3%) missing values | Missing |
Full Bath has 32359 (57.1%) missing values | Missing |
Half Bath has 32490 (57.4%) missing values | Missing |
Sale Price is highly skewed (γ1 = 30.49774693) | Skewed |
Acreage is highly skewed (γ1 = 52.27927679) | Skewed |
Finished Area is highly skewed (γ1 = 65.94511713) | Skewed |
Unnamed: 0.1 is uniformly distributed | Uniform |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0.1 has unique values | Unique |
Unnamed: 0 has unique values | Unique |
Building Value has 1852 (3.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-20 10:06:36.971136 |
|---|---|
| Analysis finished | 2025-06-20 10:07:12.861022 |
| Duration | 35.89 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Unnamed: 0.1
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 56636 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28317.5 |
| Minimum | 0 |
|---|---|
| Maximum | 56635 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2831.75 |
| Q1 | 14158.75 |
| median | 28317.5 |
| Q3 | 42476.25 |
| 95-th percentile | 53803.25 |
| Maximum | 56635 |
| Range | 56635 |
| Interquartile range (IQR) | 28317.5 |
Descriptive statistics
| Standard deviation | 16349.549 |
|---|---|
| Coefficient of variation (CV) | 0.57736556 |
| Kurtosis | -1.2 |
| Mean | 28317.5 |
| Median Absolute Deviation (MAD) | 14159 |
| Skewness | 0 |
| Sum | 1.6037899 × 109 |
| Variance | 2.6730776 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 37762 | 1 | < 0.1% |
| 37751 | 1 | < 0.1% |
| 37752 | 1 | < 0.1% |
| 37753 | 1 | < 0.1% |
| 37754 | 1 | < 0.1% |
| 37755 | 1 | < 0.1% |
| 37756 | 1 | < 0.1% |
| 37757 | 1 | < 0.1% |
| 37758 | 1 | < 0.1% |
| Other values (56626) | 56626 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 56635 | 1 | |
| 56634 | 1 | |
| 56633 | 1 | |
| 56632 | 1 | |
| 56631 | 1 | |
| 56630 | 1 | |
| 56629 | 1 | |
| 56628 | 1 | |
| 56627 | 1 | |
| 56626 | 1 |
Unnamed: 0
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 56636 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28317.5 |
| Minimum | 0 |
|---|---|
| Maximum | 56635 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2831.75 |
| Q1 | 14158.75 |
| median | 28317.5 |
| Q3 | 42476.25 |
| 95-th percentile | 53803.25 |
| Maximum | 56635 |
| Range | 56635 |
| Interquartile range (IQR) | 28317.5 |
Descriptive statistics
| Standard deviation | 16349.549 |
|---|---|
| Coefficient of variation (CV) | 0.57736556 |
| Kurtosis | -1.2 |
| Mean | 28317.5 |
| Median Absolute Deviation (MAD) | 14159 |
| Skewness | 0 |
| Sum | 1.6037899 × 109 |
| Variance | 2.6730776 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 37762 | 1 | < 0.1% |
| 37751 | 1 | < 0.1% |
| 37752 | 1 | < 0.1% |
| 37753 | 1 | < 0.1% |
| 37754 | 1 | < 0.1% |
| 37755 | 1 | < 0.1% |
| 37756 | 1 | < 0.1% |
| 37757 | 1 | < 0.1% |
| 37758 | 1 | < 0.1% |
| Other values (56626) | 56626 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 56635 | 1 | |
| 56634 | 1 | |
| 56633 | 1 | |
| 56632 | 1 | |
| 56631 | 1 | |
| 56630 | 1 | |
| 56629 | 1 | |
| 56628 | 1 | |
| 56627 | 1 | |
| 56626 | 1 |
Parcel ID
Text
| Distinct | 48697 |
|---|---|
| Distinct (%) | 86.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.519493 |
| Min length | 15 |
Unique
| Unique | 41452 ? |
|---|---|
| Unique (%) | 73.2% |
Sample
| 1st row | 105 03 0D 008.00 |
|---|---|
| 2nd row | 105 11 0 080.00 |
| 3rd row | 118 03 0 130.00 |
| 4th row | 119 01 0 479.00 |
| 5th row | 119 05 0 186.00 |
| Value | Count | Frequency (%) |
| 0 | 27214 | 12.0% |
| 0a | 14081 | 6.2% |
| 0b | 5557 | 2.5% |
| 02 | 4112 | 1.8% |
| 09 | 3947 | 1.7% |
| 01 | 3877 | 1.7% |
| 16 | 3855 | 1.7% |
| 06 | 3698 | 1.6% |
| 05 | 3627 | 1.6% |
| 07 | 3563 | 1.6% |
| Other values (1207) | 153013 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 286157 | |
| 169908 | ||
| 1 | 105889 | 12.0% |
| . | 56636 | 6.4% |
| 2 | 39098 | 4.4% |
| 3 | 36219 | 4.1% |
| 4 | 31088 | 3.5% |
| 6 | 27716 | 3.2% |
| 5 | 27014 | 3.1% |
| 7 | 24221 | 2.8% |
| Other values (28) | 75016 | 8.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 878962 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 286157 | |
| 169908 | ||
| 1 | 105889 | 12.0% |
| . | 56636 | 6.4% |
| 2 | 39098 | 4.4% |
| 3 | 36219 | 4.1% |
| 4 | 31088 | 3.5% |
| 6 | 27716 | 3.2% |
| 5 | 27014 | 3.1% |
| 7 | 24221 | 2.8% |
| Other values (28) | 75016 | 8.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 878962 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 286157 | |
| 169908 | ||
| 1 | 105889 | 12.0% |
| . | 56636 | 6.4% |
| 2 | 39098 | 4.4% |
| 3 | 36219 | 4.1% |
| 4 | 31088 | 3.5% |
| 6 | 27716 | 3.2% |
| 5 | 27014 | 3.1% |
| 7 | 24221 | 2.8% |
| Other values (28) | 75016 | 8.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 878962 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 286157 | |
| 169908 | ||
| 1 | 105889 | 12.0% |
| . | 56636 | 6.4% |
| 2 | 39098 | 4.4% |
| 3 | 36219 | 4.1% |
| 4 | 31088 | 3.5% |
| 6 | 27716 | 3.2% |
| 5 | 27014 | 3.1% |
| 7 | 24221 | 2.8% |
| Other values (28) | 75016 | 8.5% |
Land Use
Categorical
High correlation Imbalance
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| SINGLE FAMILY | |
|---|---|
| RESIDENTIAL CONDO | |
| VACANT RESIDENTIAL LAND | |
| VACANT RES LAND | 1575 |
| DUPLEX | 1389 |
| Other values (34) | 1737 |
Length
| Max length | 42 |
|---|---|
| Median length | 13 |
| Mean length | 14.496221 |
| Min length | 5 |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | RESIDENTIAL CONDO |
|---|---|
| 2nd row | SINGLE FAMILY |
| 3rd row | SINGLE FAMILY |
| 4th row | SINGLE FAMILY |
| 5th row | SINGLE FAMILY |
Common Values
| Value | Count | Frequency (%) |
| SINGLE FAMILY | 34268 | |
| RESIDENTIAL CONDO | 14081 | |
| VACANT RESIDENTIAL LAND | 3586 | 6.3% |
| VACANT RES LAND | 1575 | 2.8% |
| DUPLEX | 1389 | 2.5% |
| ZERO LOT LINE | 1049 | 1.9% |
| CONDO | 252 | 0.4% |
| RESIDENTIAL COMBO/MISC | 95 | 0.2% |
| TRIPLEX | 92 | 0.2% |
| QUADPLEX | 39 | 0.1% |
| Other values (29) | 210 | 0.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| family | 34270 | |
| single | 34268 | |
| residential | 17762 | |
| condo | 14368 | |
| vacant | 5185 | 4.4% |
| land | 5183 | 4.4% |
| res | 1575 | 1.3% |
| duplex | 1389 | 1.2% |
| lot | 1060 | 0.9% |
| zero | 1049 | 0.9% |
| Other values (69) | 1735 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 105515 | |
| L | 95228 | |
| N | 77974 | |
| E | 75227 | |
| A | 67738 | 8.3% |
| 61240 | 7.5% | |
| S | 53821 | 6.6% |
| D | 38823 | 4.7% |
| M | 34670 | 4.2% |
| G | 34330 | 4.2% |
| Other values (28) | 176442 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 821008 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 105515 | |
| L | 95228 | |
| N | 77974 | |
| E | 75227 | |
| A | 67738 | 8.3% |
| 61240 | 7.5% | |
| S | 53821 | 6.6% |
| D | 38823 | 4.7% |
| M | 34670 | 4.2% |
| G | 34330 | 4.2% |
| Other values (28) | 176442 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 821008 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 105515 | |
| L | 95228 | |
| N | 77974 | |
| E | 75227 | |
| A | 67738 | 8.3% |
| 61240 | 7.5% | |
| S | 53821 | 6.6% |
| D | 38823 | 4.7% |
| M | 34670 | 4.2% |
| G | 34330 | 4.2% |
| Other values (28) | 176442 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 821008 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 105515 | |
| L | 95228 | |
| N | 77974 | |
| E | 75227 | |
| A | 67738 | 8.3% |
| 61240 | 7.5% | |
| S | 53821 | 6.6% |
| D | 38823 | 4.7% |
| M | 34670 | 4.2% |
| G | 34330 | 4.2% |
| Other values (28) | 176442 |
Property Address
Text
| Distinct | 45068 |
|---|---|
| Distinct (%) | 79.8% |
| Missing | 159 |
| Missing (%) | 0.3% |
| Memory size | 3.6 MiB |
Length
| Max length | 31 |
|---|---|
| Median length | 28 |
| Mean length | 17.472812 |
| Min length | 1 |
Unique
| Unique | 39441 ? |
|---|---|
| Unique (%) | 69.8% |
Sample
| 1st row | 1208 3RD AVE S |
|---|---|
| 2nd row | 1802 STEWART PL |
| 3rd row | 2761 ROSEDALE PL |
| 4th row | 224 PEACHTREE ST |
| 5th row | 316 LUTIE ST |
| Value | Count | Frequency (%) |
| dr | 16534 | 8.7% |
| ave | 11453 | 6.1% |
| st | 4925 | 2.6% |
| rd | 4535 | 2.4% |
| ct | 4134 | 2.2% |
| ln | 3517 | 1.9% |
| n | 2290 | 1.2% |
| pl | 1874 | 1.0% |
| blvd | 1660 | 0.9% |
| s | 1654 | 0.9% |
| Other values (10736) | 136705 |
Most occurring characters
| Value | Count | Frequency (%) |
| 188883 | ||
| E | 62508 | 6.3% |
| R | 61066 | 6.2% |
| A | 53255 | 5.4% |
| D | 42289 | 4.3% |
| L | 41157 | 4.2% |
| 1 | 40590 | 4.1% |
| N | 38226 | 3.9% |
| O | 37489 | 3.8% |
| T | 35837 | 3.6% |
| Other values (27) | 385512 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 986812 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 188883 | ||
| E | 62508 | 6.3% |
| R | 61066 | 6.2% |
| A | 53255 | 5.4% |
| D | 42289 | 4.3% |
| L | 41157 | 4.2% |
| 1 | 40590 | 4.1% |
| N | 38226 | 3.9% |
| O | 37489 | 3.8% |
| T | 35837 | 3.6% |
| Other values (27) | 385512 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 986812 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 188883 | ||
| E | 62508 | 6.3% |
| R | 61066 | 6.2% |
| A | 53255 | 5.4% |
| D | 42289 | 4.3% |
| L | 41157 | 4.2% |
| 1 | 40590 | 4.1% |
| N | 38226 | 3.9% |
| O | 37489 | 3.8% |
| T | 35837 | 3.6% |
| Other values (27) | 385512 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 986812 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 188883 | ||
| E | 62508 | 6.3% |
| R | 61066 | 6.2% |
| A | 53255 | 5.4% |
| D | 42289 | 4.3% |
| L | 41157 | 4.2% |
| 1 | 40590 | 4.1% |
| N | 38226 | 3.9% |
| O | 37489 | 3.8% |
| T | 35837 | 3.6% |
| Other values (27) | 385512 |
Suite/ Condo #
Text
Missing
| Distinct | 1952 |
|---|---|
| Distinct (%) | 32.0% |
| Missing | 50527 |
| Missing (%) | 89.2% |
| Memory size | 1.8 MiB |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 3.6352922 |
| Min length | 1 |
Unique
| Unique | 855 ? |
|---|---|
| Unique (%) | 14.0% |
Sample
| 1st row | 8 |
|---|---|
| 2nd row | C-10 |
| 3rd row | 144 |
| 4th row | 403 |
| 5th row | 18 |
| Value | Count | Frequency (%) |
| 1 | 55 | 0.9% |
| 2 | 54 | 0.9% |
| 5 | 53 | 0.9% |
| 4 | 51 | 0.8% |
| 3 | 47 | 0.8% |
| 6 | 46 | 0.8% |
| 7 | 46 | 0.8% |
| 8 | 43 | 0.7% |
| 11 | 41 | 0.7% |
| 204 | 40 | 0.7% |
| Other values (1938) | 5635 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4934 | |
| 1 | 3879 | |
| 2 | 2241 | |
| . | 2096 | |
| 3 | 1747 | 7.9% |
| 4 | 1371 | 6.2% |
| 5 | 1071 | 4.8% |
| 6 | 886 | 4.0% |
| - | 856 | 3.9% |
| 7 | 803 | 3.6% |
| Other values (29) | 2324 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22208 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4934 | |
| 1 | 3879 | |
| 2 | 2241 | |
| . | 2096 | |
| 3 | 1747 | 7.9% |
| 4 | 1371 | 6.2% |
| 5 | 1071 | 4.8% |
| 6 | 886 | 4.0% |
| - | 856 | 3.9% |
| 7 | 803 | 3.6% |
| Other values (29) | 2324 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22208 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4934 | |
| 1 | 3879 | |
| 2 | 2241 | |
| . | 2096 | |
| 3 | 1747 | 7.9% |
| 4 | 1371 | 6.2% |
| 5 | 1071 | 4.8% |
| 6 | 886 | 4.0% |
| - | 856 | 3.9% |
| 7 | 803 | 3.6% |
| Other values (29) | 2324 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22208 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4934 | |
| 1 | 3879 | |
| 2 | 2241 | |
| . | 2096 | |
| 3 | 1747 | 7.9% |
| 4 | 1371 | 6.2% |
| 5 | 1071 | 4.8% |
| 6 | 886 | 4.0% |
| - | 856 | 3.9% |
| 7 | 803 | 3.6% |
| Other values (29) | 2324 |
Property City
Categorical
High correlation Imbalance
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 159 |
| Missing (%) | 0.3% |
| Memory size | 3.1 MiB |
| NASHVILLE | |
|---|---|
| ANTIOCH | |
| HERMITAGE | 3133 |
| MADISON | 2114 |
| BRENTWOOD | 1696 |
| Other values (9) | 2938 |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 8.8485578 |
| Min length | 7 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | NASHVILLE |
|---|---|
| 2nd row | NASHVILLE |
| 3rd row | NASHVILLE |
| 4th row | NASHVILLE |
| 5th row | NASHVILLE |
Common Values
| Value | Count | Frequency (%) |
| NASHVILLE | 40280 | |
| ANTIOCH | 6316 | 11.2% |
| HERMITAGE | 3133 | 5.5% |
| MADISON | 2114 | 3.7% |
| BRENTWOOD | 1696 | 3.0% |
| OLD HICKORY | 1415 | 2.5% |
| GOODLETTSVILLE | 735 | 1.3% |
| NOLENSVILLE | 494 | 0.9% |
| MOUNT JULIET | 183 | 0.3% |
| WHITES CREEK | 97 | 0.2% |
| Other values (4) | 14 | < 0.1% |
| (Missing) | 159 | 0.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| nashville | 40280 | |
| antioch | 6316 | 10.9% |
| hermitage | 3133 | 5.4% |
| madison | 2114 | 3.6% |
| brentwood | 1696 | 2.9% |
| old | 1415 | 2.4% |
| hickory | 1415 | 2.4% |
| goodlettsville | 735 | 1.3% |
| nolensville | 494 | 0.8% |
| mount | 183 | 0.3% |
| Other values (7) | 391 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 85859 | |
| I | 54768 | |
| A | 51844 | |
| N | 51593 | |
| H | 51241 | |
| E | 51188 | |
| S | 43720 | |
| V | 41510 | |
| O | 16822 | 3.4% |
| T | 13089 | 2.6% |
| Other values (13) | 38106 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 499740 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 85859 | |
| I | 54768 | |
| A | 51844 | |
| N | 51593 | |
| H | 51241 | |
| E | 51188 | |
| S | 43720 | |
| V | 41510 | |
| O | 16822 | 3.4% |
| T | 13089 | 2.6% |
| Other values (13) | 38106 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 499740 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 85859 | |
| I | 54768 | |
| A | 51844 | |
| N | 51593 | |
| H | 51241 | |
| E | 51188 | |
| S | 43720 | |
| V | 41510 | |
| O | 16822 | 3.4% |
| T | 13089 | 2.6% |
| Other values (13) | 38106 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 499740 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 85859 | |
| I | 54768 | |
| A | 51844 | |
| N | 51593 | |
| H | 51241 | |
| E | 51188 | |
| S | 43720 | |
| V | 41510 | |
| O | 16822 | 3.4% |
| T | 13089 | 2.6% |
| Other values (13) | 38106 |
Sale Date
Date
| Distinct | 1117 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 442.6 KiB |
| Minimum | 2013-01-02 00:00:00 |
|---|---|
| Maximum | 2016-10-31 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Sale Price
Real number (ℝ)
High correlation Skewed
| Distinct | 8085 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 327211.13 |
| Minimum | 50 |
|---|---|
| Maximum | 54278060 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 60000 |
| Q1 | 135000 |
| median | 205450 |
| Q3 | 329000 |
| 95-th percentile | 759000 |
| Maximum | 54278060 |
| Range | 54278010 |
| Interquartile range (IQR) | 194000 |
Descriptive statistics
| Standard deviation | 928742.55 |
|---|---|
| Coefficient of variation (CV) | 2.8383587 |
| Kurtosis | 1487.6099 |
| Mean | 327211.13 |
| Median Absolute Deviation (MAD) | 84550 |
| Skewness | 30.497747 |
| Sum | 1.8531929 × 1010 |
| Variance | 8.6256272 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 150000 | 556 | 1.0% |
| 200000 | 441 | 0.8% |
| 160000 | 435 | 0.8% |
| 120000 | 411 | 0.7% |
| 125000 | 405 | 0.7% |
| 175000 | 399 | 0.7% |
| 130000 | 394 | 0.7% |
| 140000 | 390 | 0.7% |
| 165000 | 379 | 0.7% |
| 135000 | 372 | 0.7% |
| Other values (8075) | 52454 |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 100 | 2 | < 0.1% |
| 500 | 1 | < 0.1% |
| 750 | 1 | < 0.1% |
| 800 | 2 | < 0.1% |
| 1000 | 8 | |
| 1500 | 1 | < 0.1% |
| 2000 | 2 | < 0.1% |
| 2500 | 1 | < 0.1% |
| 3000 | 10 |
| Value | Count | Frequency (%) |
| 54278060 | 7 | < 0.1% |
| 14100000 | 23 | < 0.1% |
| 13156000 | 92 | |
| 12350000 | 2 | < 0.1% |
| 10750000 | 1 | < 0.1% |
| 9500000 | 6 | < 0.1% |
| 7200000 | 1 | < 0.1% |
| 5491000 | 30 | 0.1% |
| 5200000 | 1 | < 0.1% |
| 5000000 | 3 | < 0.1% |
Legal Reference
Text
| Distinct | 52898 |
|---|---|
| Distinct (%) | 93.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 16.000088 |
| Min length | 15 |
Unique
| Unique | 51585 ? |
|---|---|
| Unique (%) | 91.1% |
Sample
| 1st row | 20130128-0008725 |
|---|---|
| 2nd row | 20130118-0006337 |
| 3rd row | 20130124-0008033 |
| 4th row | 20130128-0008863 |
| 5th row | 20130131-0009929 |
| Value | Count | Frequency (%) |
| 20150511-0042855 | 116 | 0.2% |
| 20150202-0009517 | 92 | 0.2% |
| 20130702-0068072 | 85 | 0.1% |
| 20140106-0001071 | 78 | 0.1% |
| 20150513-0043661 | 72 | 0.1% |
| 20160405-0032679 | 54 | 0.1% |
| 20160405-0032680 | 54 | 0.1% |
| 20140417-0032155 | 54 | 0.1% |
| 20151104-0112572 | 53 | 0.1% |
| 20141216-0115062 | 53 | 0.1% |
| Other values (52926) | 55964 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 262374 | |
| 1 | 141748 | |
| 2 | 116933 | |
| - | 56642 | 6.3% |
| 5 | 56506 | 6.2% |
| 6 | 53870 | 5.9% |
| 4 | 52509 | 5.8% |
| 3 | 50583 | 5.6% |
| 7 | 38570 | 4.3% |
| 8 | 38276 | 4.2% |
| Other values (2) | 38170 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 906181 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 262374 | |
| 1 | 141748 | |
| 2 | 116933 | |
| - | 56642 | 6.3% |
| 5 | 56506 | 6.2% |
| 6 | 53870 | 5.9% |
| 4 | 52509 | 5.8% |
| 3 | 50583 | 5.6% |
| 7 | 38570 | 4.3% |
| 8 | 38276 | 4.2% |
| Other values (2) | 38170 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 906181 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 262374 | |
| 1 | 141748 | |
| 2 | 116933 | |
| - | 56642 | 6.3% |
| 5 | 56506 | 6.2% |
| 6 | 53870 | 5.9% |
| 4 | 52509 | 5.8% |
| 3 | 50583 | 5.6% |
| 7 | 38570 | 4.3% |
| 8 | 38276 | 4.2% |
| Other values (2) | 38170 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 906181 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 262374 | |
| 1 | 141748 | |
| 2 | 116933 | |
| - | 56642 | 6.3% |
| 5 | 56506 | 6.2% |
| 6 | 53870 | 5.9% |
| 4 | 52509 | 5.8% |
| 3 | 50583 | 5.6% |
| 7 | 38570 | 4.3% |
| 8 | 38276 | 4.2% |
| Other values (2) | 38170 | 4.2% |
Sold As Vacant
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.4 KiB |
| False | |
|---|---|
| True | 4895 |
| Value | Count | Frequency (%) |
| False | 51741 | |
| True | 4895 | 8.6% |
Multiple Parcels Involved in Sale
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.4 KiB |
| False | |
|---|---|
| True | 4689 |
| Value | Count | Frequency (%) |
| False | 51947 | |
| True | 4689 | 8.3% |
Owner Name
Text
Missing
| Distinct | 19713 |
|---|---|
| Distinct (%) | 78.0% |
| Missing | 31375 |
| Missing (%) | 55.4% |
| Memory size | 2.7 MiB |
Length
| Max length | 60 |
|---|---|
| Median length | 49 |
| Mean length | 24.69447 |
| Min length | 6 |
Unique
| Unique | 15826 ? |
|---|---|
| Unique (%) | 62.6% |
Sample
| 1st row | STINSON, LAURA M. |
|---|---|
| 2nd row | NUNES, JARED R. |
| 3rd row | WHITFORD, KAREN |
| 4th row | HENDERSON, JAMES P. & LYNN P. |
| 5th row | MILLER, JORDAN |
| Value | Count | Frequency (%) |
| 12696 | 11.9% | |
| llc | 2125 | 2.0% |
| m | 1576 | 1.5% |
| a | 1551 | 1.5% |
| l | 1402 | 1.3% |
| j | 1088 | 1.0% |
| d | 976 | 0.9% |
| r | 974 | 0.9% |
| e | 958 | 0.9% |
| c | 864 | 0.8% |
| Other values (16340) | 82709 |
Most occurring characters
| Value | Count | Frequency (%) |
| 81693 | 13.1% | |
| E | 52823 | 8.5% |
| A | 52373 | 8.4% |
| R | 40686 | 6.5% |
| N | 37410 | 6.0% |
| L | 35076 | 5.6% |
| I | 32439 | 5.2% |
| , | 29245 | 4.7% |
| S | 26468 | 4.2% |
| O | 25497 | 4.1% |
| Other values (38) | 210097 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 623807 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 81693 | 13.1% | |
| E | 52823 | 8.5% |
| A | 52373 | 8.4% |
| R | 40686 | 6.5% |
| N | 37410 | 6.0% |
| L | 35076 | 5.6% |
| I | 32439 | 5.2% |
| , | 29245 | 4.7% |
| S | 26468 | 4.2% |
| O | 25497 | 4.1% |
| Other values (38) | 210097 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 623807 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 81693 | 13.1% | |
| E | 52823 | 8.5% |
| A | 52373 | 8.4% |
| R | 40686 | 6.5% |
| N | 37410 | 6.0% |
| L | 35076 | 5.6% |
| I | 32439 | 5.2% |
| , | 29245 | 4.7% |
| S | 26468 | 4.2% |
| O | 25497 | 4.1% |
| Other values (38) | 210097 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 623807 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 81693 | 13.1% | |
| E | 52823 | 8.5% |
| A | 52373 | 8.4% |
| R | 40686 | 6.5% |
| N | 37410 | 6.0% |
| L | 35076 | 5.6% |
| I | 32439 | 5.2% |
| , | 29245 | 4.7% |
| S | 26468 | 4.2% |
| O | 25497 | 4.1% |
| Other values (38) | 210097 |
Address
Text
Missing
| Distinct | 22327 |
|---|---|
| Distinct (%) | 85.8% |
| Missing | 30619 |
| Missing (%) | 54.1% |
| Memory size | 2.6 MiB |
Length
| Max length | 30 |
|---|---|
| Median length | 26 |
| Mean length | 16.683015 |
| Min length | 9 |
Unique
| Unique | 19047 ? |
|---|---|
| Unique (%) | 73.2% |
Sample
| 1st row | 1802 STEWART PL |
|---|---|
| 2nd row | 2761 ROSEDALE PL |
| 3rd row | 224 PEACHTREE ST |
| 4th row | 316 LUTIE ST |
| 5th row | 2626 FOSTER AVE |
| Value | Count | Frequency (%) |
| dr | 8311 | 9.8% |
| ave | 7097 | 8.4% |
| st | 3204 | 3.8% |
| rd | 2358 | 2.8% |
| n | 1405 | 1.7% |
| ct | 1379 | 1.6% |
| ln | 1007 | 1.2% |
| pl | 572 | 0.7% |
| s | 528 | 0.6% |
| blvd | 515 | 0.6% |
| Other values (7213) | 58318 |
Most occurring characters
| Value | Count | Frequency (%) |
| 83994 | ||
| E | 28844 | 6.6% |
| R | 26458 | 6.1% |
| A | 24262 | 5.6% |
| D | 20125 | 4.6% |
| 1 | 19676 | 4.5% |
| N | 17166 | 4.0% |
| L | 16149 | 3.7% |
| T | 15499 | 3.6% |
| O | 15213 | 3.5% |
| Other values (28) | 166656 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 434042 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 83994 | ||
| E | 28844 | 6.6% |
| R | 26458 | 6.1% |
| A | 24262 | 5.6% |
| D | 20125 | 4.6% |
| 1 | 19676 | 4.5% |
| N | 17166 | 4.0% |
| L | 16149 | 3.7% |
| T | 15499 | 3.6% |
| O | 15213 | 3.5% |
| Other values (28) | 166656 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 434042 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 83994 | ||
| E | 28844 | 6.6% |
| R | 26458 | 6.1% |
| A | 24262 | 5.6% |
| D | 20125 | 4.6% |
| 1 | 19676 | 4.5% |
| N | 17166 | 4.0% |
| L | 16149 | 3.7% |
| T | 15499 | 3.6% |
| O | 15213 | 3.5% |
| Other values (28) | 166656 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 434042 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 83994 | ||
| E | 28844 | 6.6% |
| R | 26458 | 6.1% |
| A | 24262 | 5.6% |
| D | 20125 | 4.6% |
| 1 | 19676 | 4.5% |
| N | 17166 | 4.0% |
| L | 16149 | 3.7% |
| T | 15499 | 3.6% |
| O | 15213 | 3.5% |
| Other values (28) | 166656 |
City
Categorical
High correlation Imbalance Missing
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 30619 |
| Missing (%) | 54.1% |
| Memory size | 3.1 MiB |
| NASHVILLE | |
|---|---|
| ANTIOCH | 1311 |
| MADISON | 1309 |
| HERMITAGE | 1055 |
| OLD HICKORY | 919 |
| Other values (7) | 720 |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 8.962832 |
| Min length | 7 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | NASHVILLE |
|---|---|
| 2nd row | NASHVILLE |
| 3rd row | NASHVILLE |
| 4th row | NASHVILLE |
| 5th row | NASHVILLE |
Common Values
| Value | Count | Frequency (%) |
| NASHVILLE | 20703 | |
| ANTIOCH | 1311 | 2.3% |
| MADISON | 1309 | 2.3% |
| HERMITAGE | 1055 | 1.9% |
| OLD HICKORY | 919 | 1.6% |
| GOODLETTSVILLE | 472 | 0.8% |
| BRENTWOOD | 203 | 0.4% |
| WHITES CREEK | 24 | < 0.1% |
| JOELTON | 11 | < 0.1% |
| MOUNT JULIET | 8 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| (Missing) | 30619 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| nashville | 20703 | |
| antioch | 1311 | 4.9% |
| madison | 1309 | 4.9% |
| hermitage | 1055 | 3.9% |
| old | 919 | 3.4% |
| hickory | 919 | 3.4% |
| goodlettsville | 472 | 1.8% |
| brentwood | 203 | 0.8% |
| whites | 24 | 0.1% |
| creek | 24 | 0.1% |
| Other values (5) | 29 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 43765 | |
| I | 25802 | |
| A | 24378 | |
| E | 24056 | |
| H | 24012 | |
| N | 23547 | |
| S | 22509 | |
| V | 21177 | |
| O | 5839 | 2.5% |
| T | 3564 | 1.5% |
| Other values (12) | 14537 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 233186 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 43765 | |
| I | 25802 | |
| A | 24378 | |
| E | 24056 | |
| H | 24012 | |
| N | 23547 | |
| S | 22509 | |
| V | 21177 | |
| O | 5839 | 2.5% |
| T | 3564 | 1.5% |
| Other values (12) | 14537 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 233186 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 43765 | |
| I | 25802 | |
| A | 24378 | |
| E | 24056 | |
| H | 24012 | |
| N | 23547 | |
| S | 22509 | |
| V | 21177 | |
| O | 5839 | 2.5% |
| T | 3564 | 1.5% |
| Other values (12) | 14537 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 233186 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 43765 | |
| I | 25802 | |
| A | 24378 | |
| E | 24056 | |
| H | 24012 | |
| N | 23547 | |
| S | 22509 | |
| V | 21177 | |
| O | 5839 | 2.5% |
| T | 3564 | 1.5% |
| Other values (12) | 14537 | 6.2% |
State
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 30619 |
| Missing (%) | 54.1% |
| Memory size | 2.9 MiB |
| TN |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TN |
|---|---|
| 2nd row | TN |
| 3rd row | TN |
| 4th row | TN |
| 5th row | TN |
Common Values
| Value | Count | Frequency (%) |
| TN | 26017 | |
| (Missing) | 30619 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| tn | 26017 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 26017 | |
| N | 26017 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 52034 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 26017 | |
| N | 26017 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 52034 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 26017 | |
| N | 26017 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 52034 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 26017 | |
| N | 26017 |
Acreage
Real number (ℝ)
Missing Skewed
| Distinct | 519 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 30619 |
| Missing (%) | 54.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49890302 |
| Minimum | 0.01 |
|---|---|
| Maximum | 160.06 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.12 |
| Q1 | 0.18 |
| median | 0.27 |
| Q3 | 0.45 |
| 95-th percentile | 1.26 |
| Maximum | 160.06 |
| Range | 160.05 |
| Interquartile range (IQR) | 0.27 |
Descriptive statistics
| Standard deviation | 1.5703958 |
|---|---|
| Coefficient of variation (CV) | 3.1476975 |
| Kurtosis | 4471.1658 |
| Mean | 0.49890302 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 52.279277 |
| Sum | 12979.96 |
| Variance | 2.466143 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.17 | 1859 | 3.3% |
| 0.18 | 1194 | 2.1% |
| 0.2 | 1019 | 1.8% |
| 0.23 | 955 | 1.7% |
| 0.22 | 822 | 1.5% |
| 0.19 | 787 | 1.4% |
| 0.25 | 762 | 1.3% |
| 0.27 | 741 | 1.3% |
| 0.34 | 716 | 1.3% |
| 0.16 | 699 | 1.2% |
| Other values (509) | 16463 | |
| (Missing) | 30619 |
| Value | Count | Frequency (%) |
| 0.01 | 4 | < 0.1% |
| 0.02 | 6 | < 0.1% |
| 0.03 | 6 | < 0.1% |
| 0.04 | 12 | < 0.1% |
| 0.05 | 22 | < 0.1% |
| 0.06 | 55 | 0.1% |
| 0.07 | 69 | 0.1% |
| 0.08 | 105 | 0.2% |
| 0.09 | 400 | |
| 0.1 | 248 |
| Value | Count | Frequency (%) |
| 160.06 | 1 | |
| 68.79 | 1 | |
| 62.96 | 1 | |
| 51.34 | 1 | |
| 47.5 | 1 | |
| 41.24 | 1 | |
| 35.97 | 1 | |
| 35 | 1 | |
| 34.64 | 1 | |
| 33.9 | 1 |
Tax District
Categorical
Imbalance Missing
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 30619 |
| Missing (%) | 54.1% |
| Memory size | 3.4 MiB |
| URBAN SERVICES DISTRICT | |
|---|---|
| GENERAL SERVICES DISTRICT | |
| CITY OF FOREST HILLS | 407 |
| CITY OF OAK HILL | 393 |
| CITY OF GOODLETTSVILLE | 379 |
| Other values (2) | 256 |
Length
| Max length | 25 |
|---|---|
| Median length | 23 |
| Mean length | 23.14283 |
| Min length | 16 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | URBAN SERVICES DISTRICT |
|---|---|
| 2nd row | CITY OF BERRY HILL |
| 3rd row | URBAN SERVICES DISTRICT |
| 4th row | URBAN SERVICES DISTRICT |
| 5th row | URBAN SERVICES DISTRICT |
Common Values
| Value | Count | Frequency (%) |
| URBAN SERVICES DISTRICT | 20026 | |
| GENERAL SERVICES DISTRICT | 4556 | 8.0% |
| CITY OF FOREST HILLS | 407 | 0.7% |
| CITY OF OAK HILL | 393 | 0.7% |
| CITY OF GOODLETTSVILLE | 379 | 0.7% |
| CITY OF BELLE MEADE | 235 | 0.4% |
| CITY OF BERRY HILL | 21 | < 0.1% |
| (Missing) | 30619 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| services | 24582 | |
| district | 24582 | |
| urban | 20026 | |
| general | 4556 | 5.8% |
| city | 1435 | 1.8% |
| of | 1435 | 1.8% |
| hill | 414 | 0.5% |
| forest | 407 | 0.5% |
| hills | 407 | 0.5% |
| oak | 393 | 0.5% |
| Other values (4) | 870 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 76381 | |
| S | 74939 | |
| R | 74195 | |
| E | 60402 | |
| 53090 | ||
| T | 51764 | |
| C | 50599 | |
| A | 25210 | 4.2% |
| D | 25196 | 4.2% |
| V | 24961 | 4.1% |
| Other values (11) | 85370 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 602107 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 76381 | |
| S | 74939 | |
| R | 74195 | |
| E | 60402 | |
| 53090 | ||
| T | 51764 | |
| C | 50599 | |
| A | 25210 | 4.2% |
| D | 25196 | 4.2% |
| V | 24961 | 4.1% |
| Other values (11) | 85370 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 602107 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 76381 | |
| S | 74939 | |
| R | 74195 | |
| E | 60402 | |
| 53090 | ||
| T | 51764 | |
| C | 50599 | |
| A | 25210 | 4.2% |
| D | 25196 | 4.2% |
| V | 24961 | 4.1% |
| Other values (11) | 85370 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 602107 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 76381 | |
| S | 74939 | |
| R | 74195 | |
| E | 60402 | |
| 53090 | ||
| T | 51764 | |
| C | 50599 | |
| A | 25210 | 4.2% |
| D | 25196 | 4.2% |
| V | 24961 | 4.1% |
| Other values (11) | 85370 |
Neighborhood
Real number (ℝ)
Missing
| Distinct | 203 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 30619 |
| Missing (%) | 54.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4356.2158 |
| Minimum | 107 |
|---|---|
| Maximum | 9530 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 107 |
|---|---|
| 5-th percentile | 1127 |
| Q1 | 3126 |
| median | 3929 |
| Q3 | 6228 |
| 95-th percentile | 9026 |
| Maximum | 9530 |
| Range | 9423 |
| Interquartile range (IQR) | 3102 |
Descriptive statistics
| Standard deviation | 2170.3483 |
|---|---|
| Coefficient of variation (CV) | 0.49821872 |
| Kurtosis | -0.27158766 |
| Mean | 4356.2158 |
| Median Absolute Deviation (MAD) | 1403 |
| Skewness | 0.4580909 |
| Sum | 1.1333567 × 108 |
| Variance | 4710411.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4026 | 729 | 1.3% |
| 2326 | 636 | 1.1% |
| 7328 | 592 | 1.0% |
| 1226 | 525 | 0.9% |
| 3628 | 510 | 0.9% |
| 2026 | 504 | 0.9% |
| 226 | 481 | 0.8% |
| 3426 | 462 | 0.8% |
| 2526 | 454 | 0.8% |
| 6226 | 442 | 0.8% |
| Other values (193) | 20682 | |
| (Missing) | 30619 |
| Value | Count | Frequency (%) |
| 107 | 3 | < 0.1% |
| 126 | 294 | |
| 226 | 481 | |
| 326 | 53 | 0.1% |
| 1026 | 105 | 0.2% |
| 1111 | 1 | < 0.1% |
| 1113 | 3 | < 0.1% |
| 1126 | 256 | |
| 1127 | 130 | 0.2% |
| 1129 | 143 | 0.3% |
| Value | Count | Frequency (%) |
| 9530 | 47 | 0.1% |
| 9529 | 205 | |
| 9528 | 85 | 0.2% |
| 9527 | 23 | < 0.1% |
| 9526 | 33 | 0.1% |
| 9328 | 93 | 0.2% |
| 9327 | 88 | 0.2% |
| 9326 | 203 | |
| 9226 | 425 | |
| 9126 | 13 | < 0.1% |
image
Path
Missing
| Distinct | 21831 |
|---|---|
| Distinct (%) | 86.2% |
| Missing | 31301 |
| Missing (%) | 55.3% |
| Memory size | 2.6 MiB |
| \61000\560001.JPG | 4 |
|---|---|
| \18000\785001.JPG | 4 |
| \71000\442001.JPG | 4 |
| \143000\337001.JPG | 4 |
| \111000\868001.JPG | 4 |
| Other values (21826) |
Length
| Max length | 18 |
|---|---|
| Median length | 17 |
| Mean length | 17.333136 |
| Min length | 13 |
Unique
| Unique | 18687 ? |
|---|---|
| Unique (%) | 73.8% |
Sample
| 1st row | \114000\910001.JPG |
|---|---|
| 2nd row | \131000\191001.JPG |
| 3rd row | \133000\721001.JPG |
| 4th row | \134000\474001.JPG |
| 5th row | \134000\656001.JPG |
Common Values
| Value | Count | Frequency (%) |
| \61000\560001.JPG | 4 | < 0.1% |
| \18000\785001.JPG | 4 | < 0.1% |
| \71000\442001.JPG | 4 | < 0.1% |
| \143000\337001.JPG | 4 | < 0.1% |
| \111000\868001.JPG | 4 | < 0.1% |
| \73000\486001.JPG | 4 | < 0.1% |
| \150000\78001.JPG | 4 | < 0.1% |
| \61000\559001.JPG | 4 | < 0.1% |
| \48000\197001.JPG | 4 | < 0.1% |
| \74000\502001.JPG | 4 | < 0.1% |
| Other values (21821) | 25295 | |
| (Missing) | 31301 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 61000\560001.jpg | 4 | < 0.1% |
| 25000\868001.jpg | 4 | < 0.1% |
| 18000\785001.jpg | 4 | < 0.1% |
| 36000\112001.jpg | 4 | < 0.1% |
| 86000\701001.jpg | 4 | < 0.1% |
| 50000\409001.jpg | 4 | < 0.1% |
| 112000\363001.jpg | 4 | < 0.1% |
| 250000\1001.jpg | 4 | < 0.1% |
| 133000\892001.jpg | 4 | < 0.1% |
| 62000\411001.jpg | 4 | < 0.1% |
| Other values (21821) | 25295 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 135074 | |
| \ | 50670 | 11.5% |
| 1 | 48217 | 11.0% |
| . | 25335 | 5.8% |
| J | 25335 | 5.8% |
| P | 25335 | 5.8% |
| G | 25335 | 5.8% |
| 2 | 13432 | 3.1% |
| 6 | 13403 | 3.1% |
| 7 | 13359 | 3.0% |
| Other values (6) | 63640 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 439135 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 135074 | |
| \ | 50670 | 11.5% |
| 1 | 48217 | 11.0% |
| . | 25335 | 5.8% |
| J | 25335 | 5.8% |
| P | 25335 | 5.8% |
| G | 25335 | 5.8% |
| 2 | 13432 | 3.1% |
| 6 | 13403 | 3.1% |
| 7 | 13359 | 3.0% |
| Other values (6) | 63640 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 439135 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 135074 | |
| \ | 50670 | 11.5% |
| 1 | 48217 | 11.0% |
| . | 25335 | 5.8% |
| J | 25335 | 5.8% |
| P | 25335 | 5.8% |
| G | 25335 | 5.8% |
| 2 | 13432 | 3.1% |
| 6 | 13403 | 3.1% |
| 7 | 13359 | 3.0% |
| Other values (6) | 63640 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 439135 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 135074 | |
| \ | 50670 | 11.5% |
| 1 | 48217 | 11.0% |
| . | 25335 | 5.8% |
| J | 25335 | 5.8% |
| P | 25335 | 5.8% |
| G | 25335 | 5.8% |
| 2 | 13432 | 3.1% |
| 6 | 13403 | 3.1% |
| 7 | 13359 | 3.0% |
| Other values (6) | 63640 |
| Common prefix | \ |
|---|---|
| Unique stems | 21831 |
| Unique names | 1000 |
| Unique extensions | 1 |
| Unique directories | 261 |
| Unique anchors | 1 |
| Value | Count | Frequency (%) |
| \61000\560001.JPG | 4 | < 0.1% |
| \18000\785001.JPG | 4 | < 0.1% |
| \71000\442001.JPG | 4 | < 0.1% |
| \143000\337001.JPG | 4 | < 0.1% |
| \111000\868001.JPG | 4 | < 0.1% |
| \73000\486001.JPG | 4 | < 0.1% |
| \150000\78001.JPG | 4 | < 0.1% |
| \61000\559001.JPG | 4 | < 0.1% |
| \48000\197001.JPG | 4 | < 0.1% |
| \74000\502001.JPG | 4 | < 0.1% |
| Other values (21821) | 25295 | |
| (Missing) | 31301 |
| Value | Count | Frequency (%) |
| \36000\736001 | 4 | < 0.1% |
| \71000\442001 | 4 | < 0.1% |
| \65000\441001 | 4 | < 0.1% |
| \67000\746001 | 4 | < 0.1% |
| \81000\943001 | 4 | < 0.1% |
| \48000\188001 | 4 | < 0.1% |
| \86000\701001 | 4 | < 0.1% |
| \50000\409001 | 4 | < 0.1% |
| \25000\868001 | 4 | < 0.1% |
| \111000\868001 | 4 | < 0.1% |
| Other values (21821) | 25295 | |
| (Missing) | 31301 |
| Value | Count | Frequency (%) |
| 511001.JPG | 41 | 0.1% |
| 189001.JPG | 41 | 0.1% |
| 650001.JPG | 40 | 0.1% |
| 943001.JPG | 40 | 0.1% |
| 560001.JPG | 40 | 0.1% |
| 271001.JPG | 40 | 0.1% |
| 630001.JPG | 40 | 0.1% |
| 941001.JPG | 39 | 0.1% |
| 446001.JPG | 39 | 0.1% |
| 477001.JPG | 39 | 0.1% |
| Other values (990) | 24936 | |
| (Missing) | 31301 |
| Value | Count | Frequency (%) |
| .JPG | 25335 | |
| (Missing) | 31301 |
| Value | Count | Frequency (%) |
| \82000 | 302 | 0.5% |
| \66000 | 300 | 0.5% |
| \48000 | 277 | 0.5% |
| \73000 | 277 | 0.5% |
| \93000 | 267 | 0.5% |
| \52000 | 263 | 0.5% |
| \72000 | 263 | 0.5% |
| \50000 | 257 | 0.5% |
| \36000 | 256 | 0.5% |
| \51000 | 255 | 0.5% |
| Other values (251) | 22618 | |
| (Missing) | 31301 |
| Value | Count | Frequency (%) |
| 25335 | ||
| (Missing) | 31301 |
Land Value
Real number (ℝ)
High correlation Missing
| Distinct | 1122 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 30619 |
| Missing (%) | 54.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69072.665 |
| Minimum | 100 |
|---|---|
| Maximum | 2772000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 12000 |
| Q1 | 21000 |
| median | 28800 |
| Q3 | 60000 |
| 95-th percentile | 250000 |
| Maximum | 2772000 |
| Range | 2771900 |
| Interquartile range (IQR) | 39000 |
Descriptive statistics
| Standard deviation | 106040.53 |
|---|---|
| Coefficient of variation (CV) | 1.5352026 |
| Kurtosis | 50.714073 |
| Mean | 69072.665 |
| Median Absolute Deviation (MAD) | 11200 |
| Skewness | 5.0420974 |
| Sum | 1.7970635 × 109 |
| Variance | 1.1244595 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25000 | 1534 | 2.7% |
| 26000 | 1038 | 1.8% |
| 27000 | 887 | 1.6% |
| 30000 | 849 | 1.5% |
| 18000 | 812 | 1.4% |
| 24000 | 742 | 1.3% |
| 45000 | 669 | 1.2% |
| 15000 | 669 | 1.2% |
| 11000 | 626 | 1.1% |
| 22000 | 624 | 1.1% |
| Other values (1112) | 17567 | |
| (Missing) | 30619 |
| Value | Count | Frequency (%) |
| 100 | 3 | < 0.1% |
| 200 | 9 | |
| 300 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 500 | 8 | < 0.1% |
| 600 | 5 | < 0.1% |
| 800 | 9 | |
| 900 | 5 | < 0.1% |
| 1000 | 21 | |
| 1200 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2772000 | 1 | |
| 1921700 | 1 | |
| 1869000 | 1 | |
| 1830700 | 1 | |
| 1603800 | 1 | |
| 1567600 | 1 | |
| 1392800 | 2 | |
| 1276000 | 1 | |
| 1264000 | 1 | |
| 1255500 | 1 |
Building Value
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 4406 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 30619 |
| Missing (%) | 54.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 160802.46 |
| Minimum | 0 |
|---|---|
| Maximum | 12971800 |
| Zeros | 1852 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 75900 |
| median | 111400 |
| Q3 | 180700 |
| 95-th percentile | 448400 |
| Maximum | 12971800 |
| Range | 12971800 |
| Interquartile range (IQR) | 104800 |
Descriptive statistics
| Standard deviation | 206804.06 |
|---|---|
| Coefficient of variation (CV) | 1.2860752 |
| Kurtosis | 635.2196 |
| Mean | 160802.46 |
| Median Absolute Deviation (MAD) | 45500 |
| Skewness | 14.219915 |
| Sum | 4.1835976 × 109 |
| Variance | 4.2767919 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1852 | 3.3% |
| 88000 | 37 | 0.1% |
| 70000 | 35 | 0.1% |
| 86300 | 34 | 0.1% |
| 81000 | 33 | 0.1% |
| 98900 | 33 | 0.1% |
| 102900 | 33 | 0.1% |
| 102500 | 31 | 0.1% |
| 90600 | 31 | 0.1% |
| 88200 | 31 | 0.1% |
| Other values (4396) | 23867 | |
| (Missing) | 30619 |
| Value | Count | Frequency (%) |
| 0 | 1852 | |
| 1400 | 1 | < 0.1% |
| 1600 | 1 | < 0.1% |
| 2100 | 1 | < 0.1% |
| 2300 | 1 | < 0.1% |
| 2700 | 1 | < 0.1% |
| 2900 | 2 | < 0.1% |
| 3300 | 1 | < 0.1% |
| 3400 | 2 | < 0.1% |
| 3500 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12971800 | 1 | |
| 5824300 | 2 | |
| 3768000 | 1 | |
| 3563100 | 1 | |
| 3456900 | 1 | |
| 2691500 | 1 | |
| 2673700 | 1 | |
| 2493900 | 1 | |
| 2490600 | 1 | |
| 2472500 | 1 |
Total Value
Real number (ℝ)
High correlation Missing
| Distinct | 5848 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 30619 |
| Missing (%) | 54.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 232397.09 |
| Minimum | 100 |
|---|---|
| Maximum | 13940400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 37600 |
| Q1 | 102800 |
| median | 148500 |
| Q3 | 268500 |
| 95-th percentile | 672760 |
| Maximum | 13940400 |
| Range | 13940300 |
| Interquartile range (IQR) | 165700 |
Descriptive statistics
| Standard deviation | 281070.27 |
|---|---|
| Coefficient of variation (CV) | 1.2094397 |
| Kurtosis | 261.93563 |
| Mean | 232397.09 |
| Median Absolute Deviation (MAD) | 62800 |
| Skewness | 8.9648397 |
| Sum | 6.0462752 × 109 |
| Variance | 7.9000495 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11000 | 173 | 0.3% |
| 25000 | 93 | 0.2% |
| 40000 | 83 | 0.1% |
| 13000 | 79 | 0.1% |
| 20000 | 73 | 0.1% |
| 45000 | 62 | 0.1% |
| 18000 | 45 | 0.1% |
| 30000 | 43 | 0.1% |
| 15000 | 43 | 0.1% |
| 35000 | 31 | 0.1% |
| Other values (5838) | 25292 | |
| (Missing) | 30619 |
| Value | Count | Frequency (%) |
| 100 | 2 | < 0.1% |
| 200 | 9 | |
| 300 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 500 | 8 | < 0.1% |
| 600 | 5 | < 0.1% |
| 800 | 9 | |
| 900 | 3 | < 0.1% |
| 1000 | 21 | |
| 1200 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13940400 | 1 | |
| 6402600 | 2 | |
| 5697100 | 1 | |
| 4455200 | 1 | |
| 4058100 | 1 | |
| 3723900 | 1 | |
| 3500000 | 1 | |
| 3388400 | 1 | |
| 3290300 | 1 | |
| 3157400 | 1 |
Finished Area
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 6117 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 32470 |
| Missing (%) | 57.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1926.9543 |
| Minimum | 0 |
|---|---|
| Maximum | 197988 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 864 |
| Q1 | 1239 |
| median | 1632 |
| Q3 | 2212 |
| 95-th percentile | 3986.7225 |
| Maximum | 197988 |
| Range | 197988 |
| Interquartile range (IQR) | 973 |
Descriptive statistics
| Standard deviation | 1687.0173 |
|---|---|
| Coefficient of variation (CV) | 0.8754838 |
| Kurtosis | 7553.5889 |
| Mean | 1926.9543 |
| Median Absolute Deviation (MAD) | 460.5 |
| Skewness | 65.945117 |
| Sum | 46566779 |
| Variance | 2846027.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1100 | 114 | 0.2% |
| 1200 | 113 | 0.2% |
| 768 | 112 | 0.2% |
| 1000 | 102 | 0.2% |
| 975 | 100 | 0.2% |
| 1350 | 95 | 0.2% |
| 1050 | 92 | 0.2% |
| 1650 | 91 | 0.2% |
| 960 | 82 | 0.1% |
| 1500 | 78 | 0.1% |
| Other values (6107) | 23187 | |
| (Missing) | 32470 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 450 | 1 | |
| 463 | 1 | |
| 480 | 1 | |
| 504 | 1 | |
| 520 | 1 | |
| 528 | 1 | |
| 540 | 1 | |
| 560 | 1 | |
| 569 | 1 |
| Value | Count | Frequency (%) |
| 197988 | 1 | |
| 25193 | 1 | |
| 19728.24988 | 1 | |
| 16372 | 1 | |
| 15574 | 1 | |
| 15446 | 2 | |
| 15378 | 2 | |
| 15375 | 1 | |
| 12740 | 1 | |
| 12714.66003 | 1 |
Foundation Type
Categorical
Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 32472 |
| Missing (%) | 57.3% |
| Memory size | 3.0 MiB |
| CRAWL | |
|---|---|
| FULL BSMT | |
| PT BSMT | |
| SLAB | |
| TYPICAL | 40 |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 5.8511422 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PT BSMT |
|---|---|
| 2nd row | SLAB |
| 3rd row | FULL BSMT |
| 4th row | CRAWL |
| 5th row | CRAWL |
Common Values
| Value | Count | Frequency (%) |
| CRAWL | 15389 | |
| FULL BSMT | 3917 | 6.9% |
| PT BSMT | 3200 | 5.7% |
| SLAB | 1581 | 2.8% |
| TYPICAL | 40 | 0.1% |
| PIERS | 37 | 0.1% |
| (Missing) | 32472 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| crawl | 15389 | |
| bsmt | 7117 | |
| full | 3917 | 12.5% |
| pt | 3200 | 10.2% |
| slab | 1581 | 5.1% |
| typical | 40 | 0.1% |
| piers | 37 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 24844 | |
| A | 17010 | |
| C | 15429 | |
| R | 15426 | |
| W | 15389 | |
| T | 10357 | |
| S | 8735 | 6.2% |
| B | 8698 | 6.2% |
| 7117 | 5.0% | |
| M | 7117 | 5.0% |
| Other values (6) | 11265 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 141387 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 24844 | |
| A | 17010 | |
| C | 15429 | |
| R | 15426 | |
| W | 15389 | |
| T | 10357 | |
| S | 8735 | 6.2% |
| B | 8698 | 6.2% |
| 7117 | 5.0% | |
| M | 7117 | 5.0% |
| Other values (6) | 11265 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 141387 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 24844 | |
| A | 17010 | |
| C | 15429 | |
| R | 15426 | |
| W | 15389 | |
| T | 10357 | |
| S | 8735 | 6.2% |
| B | 8698 | 6.2% |
| 7117 | 5.0% | |
| M | 7117 | 5.0% |
| Other values (6) | 11265 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 141387 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 24844 | |
| A | 17010 | |
| C | 15429 | |
| R | 15426 | |
| W | 15389 | |
| T | 10357 | |
| S | 8735 | 6.2% |
| B | 8698 | 6.2% |
| 7117 | 5.0% | |
| M | 7117 | 5.0% |
| Other values (6) | 11265 |
Year Built
Real number (ℝ)
Missing
| Distinct | 126 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 32471 |
| Missing (%) | 57.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1963.7492 |
| Minimum | 1799 |
|---|---|
| Maximum | 2017 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 1799 |
|---|---|
| 5-th percentile | 1924 |
| Q1 | 1948 |
| median | 1960 |
| Q3 | 1983 |
| 95-th percentile | 2015 |
| Maximum | 2017 |
| Range | 218 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 26.546141 |
|---|---|
| Coefficient of variation (CV) | 0.013518091 |
| Kurtosis | -0.3264249 |
| Mean | 1963.7492 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.27503388 |
| Sum | 47454000 |
| Variance | 704.69758 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1950 | 1153 | 2.0% |
| 1930 | 1008 | 1.8% |
| 1955 | 1005 | 1.8% |
| 1960 | 759 | 1.3% |
| 1940 | 751 | 1.3% |
| 2015 | 712 | 1.3% |
| 2016 | 602 | 1.1% |
| 1920 | 561 | 1.0% |
| 1948 | 538 | 0.9% |
| 1958 | 536 | 0.9% |
| Other values (116) | 16540 | |
| (Missing) | 32471 |
| Value | Count | Frequency (%) |
| 1799 | 1 | < 0.1% |
| 1832 | 1 | < 0.1% |
| 1870 | 2 | < 0.1% |
| 1880 | 1 | < 0.1% |
| 1890 | 1 | < 0.1% |
| 1893 | 1 | < 0.1% |
| 1894 | 1 | < 0.1% |
| 1899 | 93 | |
| 1900 | 72 | |
| 1901 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2017 | 13 | < 0.1% |
| 2016 | 602 | |
| 2015 | 712 | |
| 2014 | 526 | |
| 2013 | 297 | |
| 2012 | 71 | 0.1% |
| 2011 | 32 | 0.1% |
| 2010 | 36 | 0.1% |
| 2009 | 47 | 0.1% |
| 2008 | 68 | 0.1% |
Exterior Wall
Categorical
Imbalance Missing
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 32471 |
| Missing (%) | 57.3% |
| Memory size | 3.0 MiB |
| BRICK | |
|---|---|
| FRAME | |
| BRICK/FRAME | |
| STONE | 331 |
| STUCCO | 168 |
| Other values (5) | 252 |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 5.692903 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | BRICK |
|---|---|
| 2nd row | BRICK/FRAME |
| 3rd row | BRICK/FRAME |
| 4th row | FRAME |
| 5th row | FRAME |
Common Values
| Value | Count | Frequency (%) |
| BRICK | 11942 | 21.1% |
| FRAME | 8870 | 15.7% |
| BRICK/FRAME | 2602 | 4.6% |
| STONE | 331 | 0.6% |
| STUCCO | 168 | 0.3% |
| CONC BLK | 113 | 0.2% |
| FRAME/STONE | 108 | 0.2% |
| LOG | 15 | < 0.1% |
| METAL | 15 | < 0.1% |
| PRECAST CONC | 1 | < 0.1% |
| (Missing) | 32471 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| brick | 11942 | |
| frame | 8870 | |
| brick/frame | 2602 | 10.7% |
| stone | 331 | 1.4% |
| stucco | 168 | 0.7% |
| conc | 114 | 0.5% |
| blk | 113 | 0.5% |
| frame/stone | 108 | 0.4% |
| log | 15 | 0.1% |
| metal | 15 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 26125 | |
| C | 15109 | |
| B | 14657 | |
| K | 14657 | |
| I | 14544 | |
| E | 12035 | |
| A | 11596 | |
| M | 11595 | |
| F | 11580 | |
| / | 2710 | 2.0% |
| Other values (9) | 2961 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 137569 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 26125 | |
| C | 15109 | |
| B | 14657 | |
| K | 14657 | |
| I | 14544 | |
| E | 12035 | |
| A | 11596 | |
| M | 11595 | |
| F | 11580 | |
| / | 2710 | 2.0% |
| Other values (9) | 2961 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 137569 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 26125 | |
| C | 15109 | |
| B | 14657 | |
| K | 14657 | |
| I | 14544 | |
| E | 12035 | |
| A | 11596 | |
| M | 11595 | |
| F | 11580 | |
| / | 2710 | 2.0% |
| Other values (9) | 2961 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 137569 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 26125 | |
| C | 15109 | |
| B | 14657 | |
| K | 14657 | |
| I | 14544 | |
| E | 12035 | |
| A | 11596 | |
| M | 11595 | |
| F | 11580 | |
| / | 2710 | 2.0% |
| Other values (9) | 2961 | 2.2% |
Grade
Categorical
High correlation Imbalance Missing
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 32471 |
| Missing (%) | 57.3% |
| Memory size | 3.0 MiB |
| C | |
|---|---|
| B | |
| D | |
| A | 598 |
| X | 523 |
| Other values (15) | 100 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | C |
|---|---|
| 2nd row | C |
| 3rd row | B |
| 4th row | C |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| C | 17262 | |
| B | 3698 | 6.5% |
| D | 1984 | 3.5% |
| A | 598 | 1.1% |
| X | 523 | 0.9% |
| E | 60 | 0.1% |
| TCC | 20 | < 0.1% |
| AAB | 3 | < 0.1% |
| IDC | 3 | < 0.1% |
| AAC | 3 | < 0.1% |
| Other values (10) | 11 | < 0.1% |
| (Missing) | 32471 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| c | 17262 | |
| b | 3698 | 15.3% |
| d | 1984 | 8.2% |
| a | 598 | 2.5% |
| x | 523 | 2.2% |
| e | 60 | 0.2% |
| tcc | 20 | 0.1% |
| aab | 3 | < 0.1% |
| idc | 3 | < 0.1% |
| aac | 3 | < 0.1% |
| Other values (10) | 11 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 72415 | ||
| C | 17316 | 17.9% |
| B | 3704 | 3.8% |
| D | 1989 | 2.1% |
| A | 611 | 0.6% |
| X | 523 | 0.5% |
| E | 60 | 0.1% |
| T | 24 | < 0.1% |
| O | 4 | < 0.1% |
| F | 4 | < 0.1% |
| Other values (4) | 10 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 96660 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 72415 | ||
| C | 17316 | 17.9% |
| B | 3704 | 3.8% |
| D | 1989 | 2.1% |
| A | 611 | 0.6% |
| X | 523 | 0.5% |
| E | 60 | 0.1% |
| T | 24 | < 0.1% |
| O | 4 | < 0.1% |
| F | 4 | < 0.1% |
| Other values (4) | 10 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 96660 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 72415 | ||
| C | 17316 | 17.9% |
| B | 3704 | 3.8% |
| D | 1989 | 2.1% |
| A | 611 | 0.6% |
| X | 523 | 0.5% |
| E | 60 | 0.1% |
| T | 24 | < 0.1% |
| O | 4 | < 0.1% |
| F | 4 | < 0.1% |
| Other values (4) | 10 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 96660 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 72415 | ||
| C | 17316 | 17.9% |
| B | 3704 | 3.8% |
| D | 1989 | 2.1% |
| A | 611 | 0.6% |
| X | 523 | 0.5% |
| E | 60 | 0.1% |
| T | 24 | < 0.1% |
| O | 4 | < 0.1% |
| F | 4 | < 0.1% |
| Other values (4) | 10 | < 0.1% |
Bedrooms
Real number (ℝ)
High correlation Missing
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 32477 |
| Missing (%) | 57.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0900286 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 43 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.852942 |
|---|---|
| Coefficient of variation (CV) | 0.27603046 |
| Kurtosis | 3.0466984 |
| Mean | 3.0900286 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8779929 |
| Sum | 74652 |
| Variance | 0.72751005 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 3 | 12877 | 22.7% |
| 2 | 5104 | 9.0% |
| 4 | 4857 | 8.6% |
| 5 | 871 | 1.5% |
| 6 | 243 | 0.4% |
| 1 | 102 | 0.2% |
| 0 | 43 | 0.1% |
| 7 | 35 | 0.1% |
| 8 | 22 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (2) | 3 | < 0.1% |
| (Missing) | 32477 |
| Value | Count | Frequency (%) |
| 0 | 43 | 0.1% |
| 1 | 102 | 0.2% |
| 2 | 5104 | 9.0% |
| 3 | 12877 | |
| 4 | 4857 | 8.6% |
| 5 | 871 | 1.5% |
| 6 | 243 | 0.4% |
| 7 | 35 | 0.1% |
| 8 | 22 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 22 | < 0.1% |
| 7 | 35 | 0.1% |
| 6 | 243 | 0.4% |
| 5 | 871 | 1.5% |
| 4 | 4857 | 8.6% |
| 3 | 12877 | |
| 2 | 5104 | 9.0% |
Full Bath
Real number (ℝ)
High correlation Missing
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 32359 |
| Missing (%) | 57.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8861062 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 164 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 442.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.96157181 |
|---|---|
| Coefficient of variation (CV) | 0.50981849 |
| Kurtosis | 3.3876773 |
| Mean | 1.8861062 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3481894 |
| Sum | 45789 |
| Variance | 0.92462035 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 2 | 9875 | 17.4% |
| 1 | 9359 | 16.5% |
| 3 | 3446 | 6.1% |
| 4 | 990 | 1.7% |
| 5 | 329 | 0.6% |
| 0 | 164 | 0.3% |
| 6 | 85 | 0.2% |
| 7 | 16 | < 0.1% |
| 8 | 6 | < 0.1% |
| 10 | 4 | < 0.1% |
| (Missing) | 32359 |
| Value | Count | Frequency (%) |
| 0 | 164 | 0.3% |
| 1 | 9359 | |
| 2 | 9875 | |
| 3 | 3446 | 6.1% |
| 4 | 990 | 1.7% |
| 5 | 329 | 0.6% |
| 6 | 85 | 0.2% |
| 7 | 16 | < 0.1% |
| 8 | 6 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 4 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 6 | < 0.1% |
| 7 | 16 | < 0.1% |
| 6 | 85 | 0.2% |
| 5 | 329 | 0.6% |
| 4 | 990 | 1.7% |
| 3 | 3446 | 6.1% |
| 2 | 9875 | |
| 1 | 9359 |
Half Bath
Categorical
Imbalance Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 32490 |
| Missing (%) | 57.4% |
| Memory size | 2.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 344 |
| 3.0 | 25 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 17683 | |
| 1.0 | 6094 | 10.8% |
| 2.0 | 344 | 0.6% |
| 3.0 | 25 | < 0.1% |
| (Missing) | 32490 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 17683 | |
| 1.0 | 6094 | 25.2% |
| 2.0 | 344 | 1.4% |
| 3.0 | 25 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 41829 | |
| . | 24146 | |
| 1 | 6094 | 8.4% |
| 2 | 344 | 0.5% |
| 3 | 25 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 72438 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 41829 | |
| . | 24146 | |
| 1 | 6094 | 8.4% |
| 2 | 344 | 0.5% |
| 3 | 25 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 72438 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 41829 | |
| . | 24146 | |
| 1 | 6094 | 8.4% |
| 2 | 344 | 0.5% |
| 3 | 25 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 72438 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 41829 | |
| . | 24146 | |
| 1 | 6094 | 8.4% |
| 2 | 344 | 0.5% |
| 3 | 25 | < 0.1% |
Interactions
Correlations
| Acreage | Bedrooms | Building Value | City | Exterior Wall | Finished Area | Foundation Type | Full Bath | Grade | Half Bath | Land Use | Land Value | Multiple Parcels Involved in Sale | Neighborhood | Property City | Sale Price | Sold As Vacant | Tax District | Total Value | Unnamed: 0 | Unnamed: 0.1 | Year Built | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Acreage | 1.000 | 0.211 | 0.216 | 0.448 | 0.019 | 0.367 | 0.079 | 0.154 | 0.408 | 0.006 | 0.288 | 0.379 | 0.055 | 0.492 | 0.448 | 0.270 | 0.060 | 0.000 | 0.299 | -0.009 | -0.009 | 0.038 |
| Bedrooms | 0.211 | 1.000 | 0.465 | 0.067 | 0.080 | 0.630 | 0.221 | 0.579 | 0.236 | 0.166 | 0.264 | 0.320 | 0.077 | 0.067 | 0.067 | 0.360 | 0.084 | 0.110 | 0.442 | -0.040 | -0.040 | 0.195 |
| Building Value | 0.216 | 0.465 | 1.000 | 0.000 | 0.081 | 0.786 | 0.082 | 0.620 | 0.543 | 0.162 | 0.083 | 0.606 | 0.024 | 0.005 | 0.000 | 0.643 | 0.000 | 0.127 | 0.916 | -0.131 | -0.131 | 0.115 |
| City | 0.448 | 0.067 | 0.000 | 1.000 | 0.092 | 0.000 | 0.092 | 0.050 | 0.104 | 0.053 | 0.088 | 0.221 | 0.066 | 0.404 | 1.000 | 0.000 | 0.053 | 0.499 | 0.031 | 0.022 | 0.022 | 0.167 |
| Exterior Wall | 0.019 | 0.080 | 0.081 | 0.092 | 1.000 | 0.000 | 0.160 | 0.078 | 0.164 | 0.066 | 0.108 | 0.069 | 0.050 | 0.171 | 0.092 | 0.020 | 0.121 | 0.081 | 0.082 | 0.009 | 0.009 | 0.232 |
| Finished Area | 0.367 | 0.630 | 0.786 | 0.000 | 0.000 | 1.000 | 0.157 | 0.699 | 0.724 | 0.000 | 0.174 | 0.575 | 0.038 | 0.080 | 0.000 | 0.619 | 0.000 | 0.000 | 0.772 | -0.067 | -0.067 | 0.197 |
| Foundation Type | 0.079 | 0.221 | 0.082 | 0.092 | 0.160 | 0.157 | 1.000 | 0.084 | 0.460 | 0.037 | 0.357 | 0.074 | 0.084 | 0.125 | 0.092 | 0.112 | 0.055 | 0.075 | 0.077 | 0.013 | 0.013 | 0.150 |
| Full Bath | 0.154 | 0.579 | 0.620 | 0.050 | 0.078 | 0.699 | 0.084 | 1.000 | 0.271 | 0.173 | 0.102 | 0.414 | 0.022 | 0.048 | 0.050 | 0.465 | 0.086 | 0.186 | 0.590 | -0.062 | -0.062 | 0.291 |
| Grade | 0.408 | 0.236 | 0.543 | 0.104 | 0.164 | 0.724 | 0.460 | 0.271 | 1.000 | 0.273 | 0.579 | 0.252 | 0.127 | 0.218 | 0.104 | 0.707 | 0.173 | 0.230 | 0.530 | 0.026 | 0.026 | 0.176 |
| Half Bath | 0.006 | 0.166 | 0.162 | 0.053 | 0.066 | 0.000 | 0.037 | 0.173 | 0.273 | 1.000 | 0.102 | 0.139 | 0.010 | 0.101 | 0.053 | 0.000 | 0.098 | 0.103 | 0.197 | 0.021 | 0.021 | 0.185 |
| Land Use | 0.288 | 0.264 | 0.083 | 0.088 | 0.108 | 0.174 | 0.357 | 0.102 | 0.579 | 0.102 | 1.000 | 0.118 | 0.544 | 0.099 | 0.065 | 0.123 | 0.789 | 0.063 | 0.076 | 0.112 | 0.112 | 0.217 |
| Land Value | 0.379 | 0.320 | 0.606 | 0.221 | 0.069 | 0.575 | 0.074 | 0.414 | 0.252 | 0.139 | 0.118 | 1.000 | 0.013 | 0.028 | 0.221 | 0.752 | 0.049 | 0.367 | 0.802 | -0.093 | -0.093 | -0.072 |
| Multiple Parcels Involved in Sale | 0.055 | 0.077 | 0.024 | 0.066 | 0.050 | 0.038 | 0.084 | 0.022 | 0.127 | 0.010 | 0.544 | 0.013 | 1.000 | 0.115 | 0.133 | 0.176 | 0.509 | 0.024 | 0.027 | 0.061 | 0.061 | 0.076 |
| Neighborhood | 0.492 | 0.067 | 0.005 | 0.404 | 0.171 | 0.080 | 0.125 | 0.048 | 0.218 | 0.101 | 0.099 | 0.028 | 0.115 | 1.000 | 0.404 | -0.055 | 0.139 | 0.492 | 0.012 | 0.017 | 0.017 | 0.195 |
| Property City | 0.448 | 0.067 | 0.000 | 1.000 | 0.092 | 0.000 | 0.092 | 0.050 | 0.104 | 0.053 | 0.065 | 0.221 | 0.133 | 0.404 | 1.000 | 0.025 | 0.147 | 0.499 | 0.031 | 0.039 | 0.039 | 0.167 |
| Sale Price | 0.270 | 0.360 | 0.643 | 0.000 | 0.020 | 0.619 | 0.112 | 0.465 | 0.707 | 0.000 | 0.123 | 0.752 | 0.176 | -0.055 | 0.025 | 1.000 | 0.015 | 0.007 | 0.763 | 0.121 | 0.121 | -0.057 |
| Sold As Vacant | 0.060 | 0.084 | 0.000 | 0.053 | 0.121 | 0.000 | 0.055 | 0.086 | 0.173 | 0.098 | 0.789 | 0.049 | 0.509 | 0.139 | 0.147 | 0.015 | 1.000 | 0.048 | 0.000 | 0.062 | 0.062 | 0.325 |
| Tax District | 0.000 | 0.110 | 0.127 | 0.499 | 0.081 | 0.000 | 0.075 | 0.186 | 0.230 | 0.103 | 0.063 | 0.367 | 0.024 | 0.492 | 0.499 | 0.007 | 0.048 | 1.000 | 0.180 | 0.023 | 0.023 | 0.128 |
| Total Value | 0.299 | 0.442 | 0.916 | 0.031 | 0.082 | 0.772 | 0.077 | 0.590 | 0.530 | 0.197 | 0.076 | 0.802 | 0.027 | 0.012 | 0.031 | 0.763 | 0.000 | 0.180 | 1.000 | -0.124 | -0.124 | 0.044 |
| Unnamed: 0 | -0.009 | -0.040 | -0.131 | 0.022 | 0.009 | -0.067 | 0.013 | -0.062 | 0.026 | 0.021 | 0.112 | -0.093 | 0.061 | 0.017 | 0.039 | 0.121 | 0.062 | 0.023 | -0.124 | 1.000 | 1.000 | 0.017 |
| Unnamed: 0.1 | -0.009 | -0.040 | -0.131 | 0.022 | 0.009 | -0.067 | 0.013 | -0.062 | 0.026 | 0.021 | 0.112 | -0.093 | 0.061 | 0.017 | 0.039 | 0.121 | 0.062 | 0.023 | -0.124 | 1.000 | 1.000 | 0.017 |
| Year Built | 0.038 | 0.195 | 0.115 | 0.167 | 0.232 | 0.197 | 0.150 | 0.291 | 0.176 | 0.185 | 0.217 | -0.072 | 0.076 | 0.195 | 0.167 | -0.057 | 0.325 | 0.128 | 0.044 | 0.017 | 0.017 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Unnamed: 0.1 | Unnamed: 0 | Parcel ID | Land Use | Property Address | Suite/ Condo # | Property City | Sale Date | Sale Price | Legal Reference | Sold As Vacant | Multiple Parcels Involved in Sale | Owner Name | Address | City | State | Acreage | Tax District | Neighborhood | image | Land Value | Building Value | Total Value | Finished Area | Foundation Type | Year Built | Exterior Wall | Grade | Bedrooms | Full Bath | Half Bath | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 105 03 0D 008.00 | RESIDENTIAL CONDO | 1208 3RD AVE S | 8 | NASHVILLE | 2013-01-24 | 132000 | 20130128-0008725 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 1 | 1 | 105 11 0 080.00 | SINGLE FAMILY | 1802 STEWART PL | NaN | NASHVILLE | 2013-01-11 | 191500 | 20130118-0006337 | No | No | STINSON, LAURA M. | 1802 STEWART PL | NASHVILLE | TN | 0.17 | URBAN SERVICES DISTRICT | 3127.0 | \114000\910001.JPG | 32000.0 | 134400.0 | 168300.0 | 1149.00000 | PT BSMT | 1941.0 | BRICK | C | 2.0 | 1.0 | 0.0 |
| 2 | 2 | 2 | 118 03 0 130.00 | SINGLE FAMILY | 2761 ROSEDALE PL | NaN | NASHVILLE | 2013-01-18 | 202000 | 20130124-0008033 | No | No | NUNES, JARED R. | 2761 ROSEDALE PL | NASHVILLE | TN | 0.11 | CITY OF BERRY HILL | 9126.0 | \131000\191001.JPG | 34000.0 | 157800.0 | 191800.0 | 2090.82495 | SLAB | 2000.0 | BRICK/FRAME | C | 3.0 | 2.0 | 1.0 |
| 3 | 3 | 3 | 119 01 0 479.00 | SINGLE FAMILY | 224 PEACHTREE ST | NaN | NASHVILLE | 2013-01-18 | 32000 | 20130128-0008863 | No | No | WHITFORD, KAREN | 224 PEACHTREE ST | NASHVILLE | TN | 0.17 | URBAN SERVICES DISTRICT | 3130.0 | \133000\721001.JPG | 25000.0 | 243700.0 | 268700.0 | 2145.60001 | FULL BSMT | 1948.0 | BRICK/FRAME | B | 4.0 | 2.0 | 0.0 |
| 4 | 4 | 4 | 119 05 0 186.00 | SINGLE FAMILY | 316 LUTIE ST | NaN | NASHVILLE | 2013-01-23 | 102000 | 20130131-0009929 | No | No | HENDERSON, JAMES P. & LYNN P. | 316 LUTIE ST | NASHVILLE | TN | 0.34 | URBAN SERVICES DISTRICT | 3130.0 | \134000\474001.JPG | 25000.0 | 138100.0 | 164800.0 | 1969.00000 | CRAWL | 1910.0 | FRAME | C | 2.0 | 1.0 | 0.0 |
| 5 | 5 | 5 | 119 05 0 387.00 | SINGLE FAMILY | 2626 FOSTER AVE | NaN | NASHVILLE | 2013-01-04 | 93736 | 20130118-0006110 | No | No | MILLER, JORDAN | 2626 FOSTER AVE | NASHVILLE | TN | 0.17 | URBAN SERVICES DISTRICT | 3130.0 | \134000\656001.JPG | 25000.0 | 86100.0 | 113300.0 | 1037.00000 | CRAWL | 1945.0 | FRAME | C | 2.0 | 1.0 | 0.0 |
| 6 | 6 | 6 | 119 10 0A 104.00 | RESIDENTIAL CONDO | 104 PRESCOTT PL | NaN | NASHVILLE | 2013-01-07 | 64900 | 20130109-0002881 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 7 | 7 | 119 13 0 183.00 | SINGLE FAMILY | 501 MORTON AVE | NaN | NASHVILLE | 2013-01-15 | 44000 | 20130115-0004888 | No | No | MICKLER, PATRICK L. & LOIS J. & ARNETT, RYAN D. | 501 MORTON AVE | NASHVILLE | TN | 0.20 | URBAN SERVICES DISTRICT | 3179.0 | \136000\266001.JPG | 16000.0 | 68100.0 | 84300.0 | 1216.00000 | CRAWL | 1932.0 | FRAME | D | 2.0 | 1.0 | 0.0 |
| 8 | 8 | 8 | 119 13 0 183.00 | SINGLE FAMILY | 501 MORTON AVE | NaN | NASHVILLE | 2013-01-25 | 49900 | 20130128-0008950 | No | No | MICKLER, PATRICK L. & LOIS J. & ARNETT, RYAN D. | 501 MORTON AVE | NASHVILLE | TN | 0.20 | URBAN SERVICES DISTRICT | 3179.0 | \136000\266001.JPG | 16000.0 | 68100.0 | 84300.0 | 1216.00000 | CRAWL | 1932.0 | FRAME | D | 2.0 | 1.0 | 0.0 |
| 9 | 9 | 9 | 119 15 0 158.00 | SINGLE FAMILY | 113 NEESE DR | NaN | NASHVILLE | 2013-01-09 | 25000 | 20130111-0003850 | No | No | SONA LAND CO, LLC | 113 NEESE DR | NASHVILLE | TN | 0.40 | URBAN SERVICES DISTRICT | 3131.0 | \137000\81001.JPG | 25000.0 | 57100.0 | 88400.0 | 1152.00000 | CRAWL | 1945.0 | FRAME | C | 2.0 | 1.0 | 0.0 |
| Unnamed: 0.1 | Unnamed: 0 | Parcel ID | Land Use | Property Address | Suite/ Condo # | Property City | Sale Date | Sale Price | Legal Reference | Sold As Vacant | Multiple Parcels Involved in Sale | Owner Name | Address | City | State | Acreage | Tax District | Neighborhood | image | Land Value | Building Value | Total Value | Finished Area | Foundation Type | Year Built | Exterior Wall | Grade | Bedrooms | Full Bath | Half Bath | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 56626 | 56626 | 56626 | 093 06 0A 004.00 | RESIDENTIAL CONDO | 301 DEMONBREUN ST | 201.0 | NASHVILLE | 2016-10-20 | 325000 | 20161027-0113759 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 56627 | 56627 | 56627 | 093 09 0C 090.00 | RESIDENTIAL CONDO | 1212 LAUREL ST | 1003.0 | NASHVILLE | 2016-10-21 | 589900 | 20161114-0119528 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 56628 | 56628 | 56628 | 093 09 0C 105.00 | RESIDENTIAL CONDO | 1212 LAUREL ST | 1103.0 | NASHVILLE | 2016-10-11 | 543000 | 20161014-0108683 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 56629 | 56629 | 56629 | 093 09 0C 262.00 | RESIDENTIAL CONDO | 1212 LAUREL ST | 2110.0 | NASHVILLE | 2016-10-03 | 397000 | 20161006-0105844 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 56630 | 56630 | 56630 | 093 11 0B 012.00 | RESIDENTIAL CONDO | 464 2ND AVE S | NaN | NASHVILLE | 2016-10-14 | 275000 | 20161018-0109872 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 56631 | 56631 | 56631 | 093 13 0B 274.00 | RESIDENTIAL CONDO | 320 11TH AVE S | 274.0 | NASHVILLE | 2016-10-06 | 210000 | 20161007-0106599 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 56632 | 56632 | 56632 | 093 13 0D 044.00 | RESIDENTIAL CONDO | 700 12TH AVE S | 608.0 | NASHVILLE | 2016-10-25 | 338000 | 20161101-0115186 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 56633 | 56633 | 56633 | 093 13 0D 048.00 | RESIDENTIAL CONDO | 700 12TH AVE S | 613.0 | NASHVILLE | 2016-10-04 | 742000 | 20161010-0106889 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 56634 | 56634 | 56634 | 093 13 0D 056.00 | RESIDENTIAL CONDO | 700 12TH AVE S | 708.0 | NASHVILLE | 2016-10-26 | 320000 | 20161031-0114730 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 56635 | 56635 | 56635 | 093 13 0D 094.00 | RESIDENTIAL CONDO | 700 12TH AVE S | 1008.0 | NASHVILLE | 2016-10-27 | 330000 | 20161104-0117077 | No | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |